Overview

Dataset statistics

Number of variables29
Number of observations50000
Missing cells0
Missing cells (%)0.0%
Duplicate rows1952
Duplicate rows (%)3.9%
Total size in memory11.1 MiB
Average record size in memory232.0 B

Variable types

Numeric26
Categorical3

Warnings

Dataset has 1952 (3.9%) duplicate rows Duplicates
#_x is highly correlated with First_pokemon and 1 other fieldsHigh correlation
First_pokemon is highly correlated with #_x and 1 other fieldsHigh correlation
Second_pokemon is highly correlated with #_y and 1 other fieldsHigh correlation
Speed_first is highly correlated with win_no and 1 other fieldsHigh correlation
Generation_first is highly correlated with #_x and 1 other fieldsHigh correlation
#_y is highly correlated with Second_pokemon and 1 other fieldsHigh correlation
Generation_second is highly correlated with Second_pokemon and 1 other fieldsHigh correlation
win_no is highly correlated with Speed_first and 1 other fieldsHigh correlation
win_percentage is highly correlated with Speed_first and 1 other fieldsHigh correlation
Type 1_first has 4386 (8.8%) zeros Zeros
Type 1_second has 4374 (8.7%) zeros Zeros

Reproduction

Analysis started2021-04-09 02:15:14.125824
Analysis finished2021-04-09 02:16:58.903748
Duration1 minute and 44.78 seconds
Software versionpandas-profiling v2.11.0
Download configurationconfig.yaml

Variables

#_x
Real number (ℝ≥0)

HIGH CORRELATION

Distinct784
Distinct (%)1.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean400.49564
Minimum1
Maximum800
Zeros0
Zeros (%)0.0%
Memory size390.8 KiB
2021-04-09T11:16:59.017162image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile42
Q1203
median399
Q3597.25
95-th percentile760
Maximum800
Range799
Interquartile range (IQR)394.25

Descriptive statistics

Standard deviation229.5494294
Coefficient of variation (CV)0.5731633667
Kurtosis-1.188940829
Mean400.49564
Median Absolute Deviation (MAD)197
Skewness0.002992373256
Sum20024782
Variance52692.94052
MonotocityNot monotonic
2021-04-09T11:16:59.146902image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
34494
 
0.2%
16390
 
0.2%
7187
 
0.2%
76485
 
0.2%
22485
 
0.2%
65784
 
0.2%
68384
 
0.2%
36984
 
0.2%
7984
 
0.2%
58484
 
0.2%
Other values (774)49139
98.3%
ValueCountFrequency (%)
170
0.1%
255
0.1%
368
0.1%
462
0.1%
550
0.1%
ValueCountFrequency (%)
80061
0.1%
79975
0.1%
79860
0.1%
79764
0.1%
79649
0.1%

First_pokemon
Real number (ℝ≥0)

HIGH CORRELATION

Distinct784
Distinct (%)1.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean400.49564
Minimum1
Maximum800
Zeros0
Zeros (%)0.0%
Memory size390.8 KiB
2021-04-09T11:16:59.284898image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile42
Q1203
median399
Q3597.25
95-th percentile760
Maximum800
Range799
Interquartile range (IQR)394.25

Descriptive statistics

Standard deviation229.5494294
Coefficient of variation (CV)0.5731633667
Kurtosis-1.188940829
Mean400.49564
Median Absolute Deviation (MAD)197
Skewness0.002992373256
Sum20024782
Variance52692.94052
MonotocityNot monotonic
2021-04-09T11:16:59.417003image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
34494
 
0.2%
16390
 
0.2%
7187
 
0.2%
76485
 
0.2%
22485
 
0.2%
65784
 
0.2%
68384
 
0.2%
36984
 
0.2%
7984
 
0.2%
58484
 
0.2%
Other values (774)49139
98.3%
ValueCountFrequency (%)
170
0.1%
255
0.1%
368
0.1%
462
0.1%
550
0.1%
ValueCountFrequency (%)
80061
0.1%
79975
0.1%
79860
0.1%
79764
0.1%
79649
0.1%

Second_pokemon
Real number (ℝ≥0)

HIGH CORRELATION

Distinct784
Distinct (%)1.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean403.15966
Minimum1
Maximum800
Zeros0
Zeros (%)0.0%
Memory size390.8 KiB
2021-04-09T11:16:59.555422image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile41
Q1207
median402
Q3602
95-th percentile760
Maximum800
Range799
Interquartile range (IQR)395

Descriptive statistics

Standard deviation230.0836441
Coefficient of variation (CV)0.5707010571
Kurtosis-1.191325361
Mean403.15966
Median Absolute Deviation (MAD)198
Skewness-0.007064501899
Sum20157983
Variance52938.4833
MonotocityNot monotonic
2021-04-09T11:16:59.686060image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
75888
 
0.2%
57988
 
0.2%
4787
 
0.2%
3686
 
0.2%
52286
 
0.2%
21485
 
0.2%
54884
 
0.2%
22584
 
0.2%
40184
 
0.2%
52683
 
0.2%
Other values (774)49145
98.3%
ValueCountFrequency (%)
163
0.1%
266
0.1%
364
0.1%
463
0.1%
562
0.1%
ValueCountFrequency (%)
80060
0.1%
79969
0.1%
79859
0.1%
79767
0.1%
79656
0.1%

Winner
Real number (ℝ≥0)

Distinct783
Distinct (%)1.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean408.8901
Minimum1
Maximum800
Zeros0
Zeros (%)0.0%
Memory size390.8 KiB
2021-04-09T11:16:59.825214image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile40
Q1206
median422
Q3606
95-th percentile759
Maximum800
Range799
Interquartile range (IQR)400

Descriptive statistics

Standard deviation231.1599613
Coefficient of variation (CV)0.5653351874
Kurtosis-1.202715672
Mean408.8901
Median Absolute Deviation (MAD)199
Skewness-0.06282237031
Sum20444505
Variance53434.92772
MonotocityNot monotonic
2021-04-09T11:16:59.960091image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
163152
 
0.3%
154136
 
0.3%
438136
 
0.3%
428134
 
0.3%
432133
 
0.3%
314133
 
0.3%
214130
 
0.3%
394130
 
0.3%
249128
 
0.3%
155127
 
0.3%
Other values (773)48661
97.3%
ValueCountFrequency (%)
137
0.1%
246
0.1%
389
0.2%
470
0.1%
555
0.1%
ValueCountFrequency (%)
80075
0.1%
79989
0.2%
79860
0.1%
797116
0.2%
79639
 
0.1%

Winner_mark
Categorical

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size390.8 KiB
2
26399 
1
23601 

Length

Max length1
Median length1
Mean length1
Min length1

Characters and Unicode

Total characters50000
Distinct characters2
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2
2nd row2
3rd row2
4th row2
5th row1
ValueCountFrequency (%)
226399
52.8%
123601
47.2%
2021-04-09T11:17:00.195168image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram of lengths of the category
2021-04-09T11:17:00.260341image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
ValueCountFrequency (%)
226399
52.8%
123601
47.2%

Most occurring characters

ValueCountFrequency (%)
226399
52.8%
123601
47.2%

Most occurring categories

ValueCountFrequency (%)
Decimal Number50000
100.0%

Most frequent character per category

ValueCountFrequency (%)
226399
52.8%
123601
47.2%

Most occurring scripts

ValueCountFrequency (%)
Common50000
100.0%

Most frequent character per script

ValueCountFrequency (%)
226399
52.8%
123601
47.2%

Most occurring blocks

ValueCountFrequency (%)
ASCII50000
100.0%

Most frequent character per block

ValueCountFrequency (%)
226399
52.8%
123601
47.2%

Type 1_first
Real number (ℝ≥0)

ZEROS

Distinct18
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean9.52368
Minimum0
Maximum17
Zeros4386
Zeros (%)8.8%
Memory size390.8 KiB
2021-04-09T11:17:00.324980image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q15
median10
Q314
95-th percentile17
Maximum17
Range17
Interquartile range (IQR)9

Descriptive statistics

Standard deviation5.590554923
Coefficient of variation (CV)0.5870162503
Kurtosis-1.178456587
Mean9.52368
Median Absolute Deviation (MAD)5
Skewness-0.300956672
Sum476184
Variance31.25430434
MonotocityNot monotonic
2021-04-09T11:17:00.425796image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=18)
ValueCountFrequency (%)
177015
14.0%
126038
12.1%
04386
 
8.8%
94257
 
8.5%
143728
 
7.5%
63266
 
6.5%
152877
 
5.8%
32649
 
5.3%
81985
 
4.0%
21970
 
3.9%
Other values (8)11829
23.7%
ValueCountFrequency (%)
04386
8.8%
11891
3.8%
21970
3.9%
32649
5.3%
41045
 
2.1%
ValueCountFrequency (%)
177015
14.0%
161761
 
3.5%
152877
5.8%
143728
7.5%
131805
 
3.6%

Type 2_first
Real number (ℝ≥0)

Distinct19
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean10.47514
Minimum0
Maximum18
Zeros202
Zeros (%)0.4%
Memory size390.8 KiB
2021-04-09T11:17:00.533153image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile2
Q17
median12
Q312
95-th percentile16
Maximum18
Range18
Interquartile range (IQR)5

Descriptive statistics

Standard deviation3.771369306
Coefficient of variation (CV)0.3600304441
Kurtosis0.2284795958
Mean10.47514
Median Absolute Deviation (MAD)1
Skewness-0.7023184715
Sum523757
Variance14.22322644
MonotocityNot monotonic
2021-04-09T11:17:00.630566image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=19)
ValueCountFrequency (%)
1224031
48.1%
76119
 
12.2%
102238
 
4.5%
142095
 
4.2%
152024
 
4.0%
51661
 
3.3%
91513
 
3.0%
41414
 
2.8%
171343
 
2.7%
11264
 
2.5%
Other values (9)6298
 
12.6%
ValueCountFrequency (%)
0202
 
0.4%
11264
2.5%
21166
2.3%
3387
 
0.8%
41414
2.8%
ValueCountFrequency (%)
18935
1.9%
171343
2.7%
16915
1.8%
152024
4.0%
142095
4.2%

HP_first
Real number (ℝ≥0)

Distinct92
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean69.06692
Minimum1
Maximum255
Zeros0
Zeros (%)0.0%
Memory size390.8 KiB
2021-04-09T11:17:00.749469image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile35
Q150
median65
Q380
95-th percentile110
Maximum255
Range254
Interquartile range (IQR)30

Descriptive statistics

Standard deviation25.27720041
Coefficient of variation (CV)0.365981289
Kurtosis7.081489424
Mean69.06692
Median Absolute Deviation (MAD)15
Skewness1.530787125
Sum3453346
Variance638.9368605
MonotocityNot monotonic
2021-04-09T11:17:00.878401image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
604182
 
8.4%
503893
 
7.8%
703584
 
7.2%
652964
 
5.9%
752745
 
5.5%
802542
 
5.1%
452434
 
4.9%
402365
 
4.7%
552333
 
4.7%
1002005
 
4.0%
Other values (82)20953
41.9%
ValueCountFrequency (%)
160
 
0.1%
1058
 
0.1%
20383
0.8%
25134
 
0.3%
2865
 
0.1%
ValueCountFrequency (%)
25564
0.1%
25052
0.1%
19062
0.1%
17065
0.1%
16566
0.1%

Attack_first
Real number (ℝ≥0)

Distinct111
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean79.12104
Minimum5
Maximum190
Zeros0
Zeros (%)0.0%
Memory size390.8 KiB
2021-04-09T11:17:01.004870image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum5
5-th percentile30
Q155
median75
Q3100
95-th percentile140
Maximum190
Range185
Interquartile range (IQR)45

Descriptive statistics

Standard deviation32.69087645
Coefficient of variation (CV)0.413175515
Kurtosis0.1596992157
Mean79.12104
Median Absolute Deviation (MAD)22
Skewness0.5660703111
Sum3956052
Variance1068.693403
MonotocityNot monotonic
2021-04-09T11:17:01.130934image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
652502
 
5.0%
802436
 
4.9%
1002355
 
4.7%
502322
 
4.6%
852121
 
4.2%
751971
 
3.9%
601937
 
3.9%
551866
 
3.7%
701858
 
3.7%
901856
 
3.7%
Other values (101)28776
57.6%
ValueCountFrequency (%)
5102
 
0.2%
10209
0.4%
1558
 
0.1%
20479
1.0%
2277
 
0.2%
ValueCountFrequency (%)
19075
 
0.1%
18561
 
0.1%
180193
0.4%
170123
0.2%
165200
0.4%

Defense_first
Real number (ℝ≥0)

Distinct103
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean74.24854
Minimum5
Maximum230
Zeros0
Zeros (%)0.0%
Memory size390.8 KiB
2021-04-09T11:17:01.267418image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum5
5-th percentile35
Q150
median70
Q390
95-th percentile130
Maximum230
Range225
Interquartile range (IQR)40

Descriptive statistics

Standard deviation31.63532241
Coefficient of variation (CV)0.4260733262
Kurtosis2.776770539
Mean74.24854
Median Absolute Deviation (MAD)20
Skewness1.183282874
Sum3712427
Variance1000.793624
MonotocityNot monotonic
2021-04-09T11:17:01.393927image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
703182
 
6.4%
503126
 
6.3%
602924
 
5.8%
802445
 
4.9%
652266
 
4.5%
902236
 
4.5%
402227
 
4.5%
1002104
 
4.2%
552071
 
4.1%
451893
 
3.8%
Other values (93)25526
51.1%
ValueCountFrequency (%)
5102
 
0.2%
1064
 
0.1%
15221
0.4%
20267
0.5%
2373
 
0.1%
ValueCountFrequency (%)
230214
0.4%
200155
0.3%
18446
 
0.1%
180200
0.4%
16857
 
0.1%

Sp. Atk_first
Real number (ℝ≥0)

Distinct104
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean72.8939
Minimum10
Maximum194
Zeros0
Zeros (%)0.0%
Memory size390.8 KiB
2021-04-09T11:17:01.523575image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum10
5-th percentile30
Q150
median65
Q395
95-th percentile132
Maximum194
Range184
Interquartile range (IQR)45

Descriptive statistics

Standard deviation32.74560808
Coefficient of variation (CV)0.4492228853
Kurtosis0.3064346895
Mean72.8939
Median Absolute Deviation (MAD)20
Skewness0.7509000578
Sum3644695
Variance1072.274848
MonotocityNot monotonic
2021-04-09T11:17:01.653742image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
603140
 
6.3%
402973
 
5.9%
652838
 
5.7%
502533
 
5.1%
552244
 
4.5%
452072
 
4.1%
701900
 
3.8%
351795
 
3.6%
951769
 
3.5%
1001719
 
3.4%
Other values (94)27017
54.0%
ValueCountFrequency (%)
10196
0.4%
15253
0.5%
20446
0.9%
2360
 
0.1%
24112
 
0.2%
ValueCountFrequency (%)
19454
 
0.1%
180197
0.4%
17556
 
0.1%
170210
0.4%
165133
0.3%

Sp. Def_first
Real number (ℝ≥0)

Distinct92
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean72.07702
Minimum20
Maximum230
Zeros0
Zeros (%)0.0%
Memory size390.8 KiB
2021-04-09T11:17:01.793577image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum20
5-th percentile32
Q150
median70
Q390
95-th percentile120
Maximum230
Range210
Interquartile range (IQR)40

Descriptive statistics

Standard deviation27.91639795
Coefficient of variation (CV)0.3873134315
Kurtosis1.723017544
Mean72.07702
Median Absolute Deviation (MAD)20
Skewness0.8449180172
Sum3603851
Variance779.3252744
MonotocityNot monotonic
2021-04-09T11:17:01.916570image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
803269
 
6.5%
503138
 
6.3%
552944
 
5.9%
652824
 
5.6%
602573
 
5.1%
752476
 
5.0%
702401
 
4.8%
902328
 
4.7%
452139
 
4.3%
951923
 
3.8%
Other values (82)23985
48.0%
ValueCountFrequency (%)
20395
 
0.8%
2373
 
0.1%
25753
1.5%
301208
2.4%
3167
 
0.1%
ValueCountFrequency (%)
23072
 
0.1%
20072
 
0.1%
160131
 
0.3%
154172
0.3%
150353
0.7%

Speed_first
Real number (ℝ≥0)

HIGH CORRELATION

Distinct108
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean68.21442
Minimum5
Maximum180
Zeros0
Zeros (%)0.0%
Memory size390.8 KiB
2021-04-09T11:17:02.044804image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum5
5-th percentile25
Q145
median65
Q390
95-th percentile115
Maximum180
Range175
Interquartile range (IQR)45

Descriptive statistics

Standard deviation29.28829732
Coefficient of variation (CV)0.429356393
Kurtosis-0.2327932125
Mean68.21442
Median Absolute Deviation (MAD)21
Skewness0.3614687301
Sum3410721
Variance857.8043602
MonotocityNot monotonic
2021-04-09T11:17:02.174324image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
502854
 
5.7%
602584
 
5.2%
652348
 
4.7%
302294
 
4.6%
702182
 
4.4%
802085
 
4.2%
1001971
 
3.9%
901952
 
3.9%
401896
 
3.8%
551849
 
3.7%
Other values (98)27985
56.0%
ValueCountFrequency (%)
5138
 
0.3%
10191
 
0.4%
15555
1.1%
20960
1.9%
2257
 
0.1%
ValueCountFrequency (%)
18076
 
0.2%
16063
 
0.1%
150254
0.5%
145182
0.4%
140124
0.2%

Generation_first
Real number (ℝ≥0)

HIGH CORRELATION

Distinct6
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.32188
Minimum1
Maximum6
Zeros0
Zeros (%)0.0%
Memory size390.8 KiB
2021-04-09T11:17:02.285758image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q12
median3
Q35
95-th percentile6
Maximum6
Range5
Interquartile range (IQR)3

Descriptive statistics

Standard deviation1.65226144
Coefficient of variation (CV)0.4973874552
Kurtosis-1.228228458
Mean3.32188
Median Absolute Deviation (MAD)2
Skewness0.01619777146
Sum166094
Variance2.729967865
MonotocityNot monotonic
2021-04-09T11:17:02.377792image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
510305
20.6%
110245
20.5%
310198
20.4%
47557
15.1%
26667
13.3%
65028
10.1%
ValueCountFrequency (%)
110245
20.5%
26667
13.3%
310198
20.4%
47557
15.1%
510305
20.6%
ValueCountFrequency (%)
65028
10.1%
510305
20.6%
47557
15.1%
310198
20.4%
26667
13.3%

Legendary_first
Categorical

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size390.8 KiB
0
45914 
1
 
4086

Length

Max length1
Median length1
Mean length1
Min length1

Characters and Unicode

Total characters50000
Distinct characters2
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row1
3rd row0
4th row0
5th row0
ValueCountFrequency (%)
045914
91.8%
14086
 
8.2%
2021-04-09T11:17:02.565124image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram of lengths of the category
2021-04-09T11:17:02.629477image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
ValueCountFrequency (%)
045914
91.8%
14086
 
8.2%

Most occurring characters

ValueCountFrequency (%)
045914
91.8%
14086
 
8.2%

Most occurring categories

ValueCountFrequency (%)
Decimal Number50000
100.0%

Most frequent character per category

ValueCountFrequency (%)
045914
91.8%
14086
 
8.2%

Most occurring scripts

ValueCountFrequency (%)
Common50000
100.0%

Most frequent character per script

ValueCountFrequency (%)
045914
91.8%
14086
 
8.2%

Most occurring blocks

ValueCountFrequency (%)
ASCII50000
100.0%

Most frequent character per block

ValueCountFrequency (%)
045914
91.8%
14086
 
8.2%

#_y
Real number (ℝ≥0)

HIGH CORRELATION

Distinct784
Distinct (%)1.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean403.15966
Minimum1
Maximum800
Zeros0
Zeros (%)0.0%
Memory size390.8 KiB
2021-04-09T11:17:02.714537image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile41
Q1207
median402
Q3602
95-th percentile760
Maximum800
Range799
Interquartile range (IQR)395

Descriptive statistics

Standard deviation230.0836441
Coefficient of variation (CV)0.5707010571
Kurtosis-1.191325361
Mean403.15966
Median Absolute Deviation (MAD)198
Skewness-0.007064501899
Sum20157983
Variance52938.4833
MonotocityNot monotonic
2021-04-09T11:17:02.843066image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
75888
 
0.2%
57988
 
0.2%
4787
 
0.2%
3686
 
0.2%
52286
 
0.2%
21485
 
0.2%
54884
 
0.2%
22584
 
0.2%
40184
 
0.2%
52683
 
0.2%
Other values (774)49145
98.3%
ValueCountFrequency (%)
163
0.1%
266
0.1%
364
0.1%
463
0.1%
562
0.1%
ValueCountFrequency (%)
80060
0.1%
79969
0.1%
79859
0.1%
79767
0.1%
79656
0.1%

Type 1_second
Real number (ℝ≥0)

ZEROS

Distinct18
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean9.49676
Minimum0
Maximum17
Zeros4374
Zeros (%)8.7%
Memory size390.8 KiB
2021-04-09T11:17:02.962072image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q15
median10
Q314
95-th percentile17
Maximum17
Range17
Interquartile range (IQR)9

Descriptive statistics

Standard deviation5.597379397
Coefficient of variation (CV)0.5893988473
Kurtosis-1.186956298
Mean9.49676
Median Absolute Deviation (MAD)5
Skewness-0.2923294974
Sum474838
Variance31.33065612
MonotocityNot monotonic
2021-04-09T11:17:03.061528image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=18)
ValueCountFrequency (%)
177026
14.1%
126060
12.1%
04374
 
8.7%
94169
 
8.3%
143592
 
7.2%
63286
 
6.6%
152792
 
5.6%
32697
 
5.4%
101964
 
3.9%
21962
 
3.9%
Other values (8)12078
24.2%
ValueCountFrequency (%)
04374
8.7%
11954
3.9%
21962
3.9%
32697
5.4%
41106
 
2.2%
ValueCountFrequency (%)
177026
14.1%
161785
 
3.6%
152792
 
5.6%
143592
7.2%
131849
 
3.7%

Type 2_second
Real number (ℝ≥0)

Distinct19
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean10.4327
Minimum0
Maximum18
Zeros201
Zeros (%)0.4%
Memory size390.8 KiB
2021-04-09T11:17:03.168726image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile2
Q17
median12
Q312
95-th percentile16
Maximum18
Range18
Interquartile range (IQR)5

Descriptive statistics

Standard deviation3.771577284
Coefficient of variation (CV)0.3615149754
Kurtosis0.2046664611
Mean10.4327
Median Absolute Deviation (MAD)1
Skewness-0.6973177213
Sum521635
Variance14.22479521
MonotocityNot monotonic
2021-04-09T11:17:03.266778image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=19)
ValueCountFrequency (%)
1223985
48.0%
76196
 
12.4%
102262
 
4.5%
152051
 
4.1%
141951
 
3.9%
51675
 
3.4%
91579
 
3.2%
41400
 
2.8%
171318
 
2.6%
11270
 
2.5%
Other values (9)6313
 
12.6%
ValueCountFrequency (%)
0201
 
0.4%
11270
2.5%
21196
2.4%
3428
 
0.9%
41400
2.8%
ValueCountFrequency (%)
18888
1.8%
171318
2.6%
16889
1.8%
152051
4.1%
141951
3.9%

HP_second
Real number (ℝ≥0)

Distinct92
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean69.09994
Minimum1
Maximum255
Zeros0
Zeros (%)0.0%
Memory size390.8 KiB
2021-04-09T11:17:03.385587image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile35
Q150
median65
Q380
95-th percentile110
Maximum255
Range254
Interquartile range (IQR)30

Descriptive statistics

Standard deviation25.17010812
Coefficient of variation (CV)0.3642565843
Kurtosis6.960784184
Mean69.09994
Median Absolute Deviation (MAD)15
Skewness1.509475596
Sum3454997
Variance633.5343427
MonotocityNot monotonic
2021-04-09T11:17:03.517841image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
604209
 
8.4%
503874
 
7.7%
703582
 
7.2%
652984
 
6.0%
802625
 
5.2%
752616
 
5.2%
452429
 
4.9%
552355
 
4.7%
402354
 
4.7%
1001930
 
3.9%
Other values (82)21042
42.1%
ValueCountFrequency (%)
164
 
0.1%
1068
 
0.1%
20371
0.7%
25117
 
0.2%
2878
 
0.2%
ValueCountFrequency (%)
25564
0.1%
25046
0.1%
19072
0.1%
17073
0.1%
16566
0.1%

Attack_second
Real number (ℝ≥0)

Distinct111
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean79.0351
Minimum5
Maximum190
Zeros0
Zeros (%)0.0%
Memory size390.8 KiB
2021-04-09T11:17:03.645463image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum5
5-th percentile30
Q155
median75
Q3100
95-th percentile140
Maximum190
Range185
Interquartile range (IQR)45

Descriptive statistics

Standard deviation32.41358297
Coefficient of variation (CV)0.4101163023
Kurtosis0.1621886516
Mean79.0351
Median Absolute Deviation (MAD)20
Skewness0.5530351892
Sum3951755
Variance1050.640361
MonotocityNot monotonic
2021-04-09T11:17:03.773565image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1002465
 
4.9%
652432
 
4.9%
802432
 
4.9%
502271
 
4.5%
852123
 
4.2%
751958
 
3.9%
551937
 
3.9%
701914
 
3.8%
601900
 
3.8%
901822
 
3.6%
Other values (101)28746
57.5%
ValueCountFrequency (%)
5100
 
0.2%
10193
 
0.4%
1565
 
0.1%
20510
1.0%
2256
 
0.1%
ValueCountFrequency (%)
19060
 
0.1%
18569
 
0.1%
180196
0.4%
17097
0.2%
165179
0.4%

Defense_second
Real number (ℝ≥0)

Distinct103
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean74.1486
Minimum5
Maximum230
Zeros0
Zeros (%)0.0%
Memory size390.8 KiB
2021-04-09T11:17:03.911583image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum5
5-th percentile35
Q150
median70
Q390
95-th percentile130
Maximum230
Range225
Interquartile range (IQR)40

Descriptive statistics

Standard deviation31.57830809
Coefficient of variation (CV)0.4258786827
Kurtosis2.842687063
Mean74.1486
Median Absolute Deviation (MAD)20
Skewness1.204450122
Sum3707430
Variance997.1895418
MonotocityNot monotonic
2021-04-09T11:17:04.038748image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
703267
 
6.5%
503113
 
6.2%
602908
 
5.8%
802537
 
5.1%
902269
 
4.5%
402214
 
4.4%
652157
 
4.3%
552105
 
4.2%
1002033
 
4.1%
451978
 
4.0%
Other values (93)25419
50.8%
ValueCountFrequency (%)
5100
0.2%
1064
 
0.1%
15234
0.5%
20249
0.5%
2359
 
0.1%
ValueCountFrequency (%)
230214
0.4%
200138
0.3%
18475
 
0.1%
180203
0.4%
16864
 
0.1%

Sp. Atk_second
Real number (ℝ≥0)

Distinct104
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean72.66422
Minimum10
Maximum194
Zeros0
Zeros (%)0.0%
Memory size390.8 KiB
2021-04-09T11:17:04.168482image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum10
5-th percentile30
Q150
median65
Q395
95-th percentile132
Maximum194
Range184
Interquartile range (IQR)45

Descriptive statistics

Standard deviation32.6445981
Coefficient of variation (CV)0.4492527148
Kurtosis0.3606340979
Mean72.66422
Median Absolute Deviation (MAD)20
Skewness0.7729417703
Sum3633211
Variance1065.669785
MonotocityNot monotonic
2021-04-09T11:17:04.299345image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
603159
 
6.3%
403094
 
6.2%
652850
 
5.7%
502504
 
5.0%
552292
 
4.6%
451993
 
4.0%
701893
 
3.8%
351862
 
3.7%
951761
 
3.5%
801688
 
3.4%
Other values (94)26904
53.8%
ValueCountFrequency (%)
10187
0.4%
15233
0.5%
20434
0.9%
2370
 
0.1%
24109
 
0.2%
ValueCountFrequency (%)
19471
 
0.1%
180203
0.4%
17554
 
0.1%
170193
0.4%
165115
0.2%

Sp. Def_second
Real number (ℝ≥0)

Distinct92
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean72.01844
Minimum20
Maximum230
Zeros0
Zeros (%)0.0%
Memory size390.8 KiB
2021-04-09T11:17:04.437557image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum20
5-th percentile35
Q150
median70
Q390
95-th percentile120
Maximum230
Range210
Interquartile range (IQR)40

Descriptive statistics

Standard deviation27.83605283
Coefficient of variation (CV)0.3865128546
Kurtosis1.611477979
Mean72.01844
Median Absolute Deviation (MAD)20
Skewness0.8483840043
Sum3600922
Variance774.8458369
MonotocityNot monotonic
2021-04-09T11:17:04.560402image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
803194
 
6.4%
503061
 
6.1%
552898
 
5.8%
652796
 
5.6%
602684
 
5.4%
702404
 
4.8%
752392
 
4.8%
452289
 
4.6%
902282
 
4.6%
851973
 
3.9%
Other values (82)24027
48.1%
ValueCountFrequency (%)
20348
 
0.7%
2359
 
0.1%
25695
1.4%
301129
2.3%
3171
 
0.1%
ValueCountFrequency (%)
23063
 
0.1%
20068
 
0.1%
160152
0.3%
154179
0.4%
150362
0.7%

Speed_second
Real number (ℝ≥0)

Distinct108
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean68.27922
Minimum5
Maximum180
Zeros0
Zeros (%)0.0%
Memory size390.8 KiB
2021-04-09T11:17:04.688809image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum5
5-th percentile25
Q145
median65
Q390
95-th percentile115
Maximum180
Range175
Interquartile range (IQR)45

Descriptive statistics

Standard deviation29.10855548
Coefficient of variation (CV)0.4263164618
Kurtosis-0.265218202
Mean68.27922
Median Absolute Deviation (MAD)21
Skewness0.3450940719
Sum3413961
Variance847.3080024
MonotocityNot monotonic
2021-04-09T11:17:04.817056image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
502881
 
5.8%
602631
 
5.3%
652322
 
4.6%
302267
 
4.5%
702214
 
4.4%
802115
 
4.2%
1002039
 
4.1%
901978
 
4.0%
551833
 
3.7%
401807
 
3.6%
Other values (98)27913
55.8%
ValueCountFrequency (%)
5115
 
0.2%
10184
 
0.4%
15563
1.1%
20978
2.0%
2272
 
0.1%
ValueCountFrequency (%)
18069
 
0.1%
16054
 
0.1%
150225
0.4%
145191
0.4%
140130
0.3%

Generation_second
Real number (ℝ≥0)

HIGH CORRELATION

Distinct6
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.34132
Minimum1
Maximum6
Zeros0
Zeros (%)0.0%
Memory size390.8 KiB
2021-04-09T11:17:04.927623image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q12
median3
Q35
95-th percentile6
Maximum6
Range5
Interquartile range (IQR)3

Descriptive statistics

Standard deviation1.654350445
Coefficient of variation (CV)0.4951188288
Kurtosis-1.226229785
Mean3.34132
Median Absolute Deviation (MAD)2
Skewness0.007200819983
Sum167066
Variance2.736875395
MonotocityNot monotonic
2021-04-09T11:17:05.019330image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
510302
20.6%
310190
20.4%
110066
20.1%
47580
15.2%
26643
13.3%
65219
10.4%
ValueCountFrequency (%)
110066
20.1%
26643
13.3%
310190
20.4%
47580
15.2%
510302
20.6%
ValueCountFrequency (%)
65219
10.4%
510302
20.6%
47580
15.2%
310190
20.4%
26643
13.3%

Legendary_second
Categorical

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size390.8 KiB
0
45898 
1
 
4102

Length

Max length1
Median length1
Mean length1
Min length1

Characters and Unicode

Total characters50000
Distinct characters2
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row1
3rd row0
4th row0
5th row0
ValueCountFrequency (%)
045898
91.8%
14102
 
8.2%
2021-04-09T11:17:05.204970image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram of lengths of the category
2021-04-09T11:17:05.269505image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
ValueCountFrequency (%)
045898
91.8%
14102
 
8.2%

Most occurring characters

ValueCountFrequency (%)
045898
91.8%
14102
 
8.2%

Most occurring categories

ValueCountFrequency (%)
Decimal Number50000
100.0%

Most frequent character per category

ValueCountFrequency (%)
045898
91.8%
14102
 
8.2%

Most occurring scripts

ValueCountFrequency (%)
Common50000
100.0%

Most frequent character per script

ValueCountFrequency (%)
045898
91.8%
14102
 
8.2%

Most occurring blocks

ValueCountFrequency (%)
ASCII50000
100.0%

Most frequent character per block

ValueCountFrequency (%)
045898
91.8%
14102
 
8.2%

battle_no
Real number (ℝ≥0)

Distinct65
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean128.56946
Minimum92
Maximum164
Zeros0
Zeros (%)0.0%
Memory size390.8 KiB
2021-04-09T11:17:05.349669image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum92
5-th percentile110
Q1121
median128
Q3136
95-th percentile149
Maximum164
Range72
Interquartile range (IQR)15

Descriptive statistics

Standard deviation11.39462909
Coefficient of variation (CV)0.08862624988
Kurtosis0.02032144413
Mean128.56946
Median Absolute Deviation (MAD)7
Skewness0.116446369
Sum6428473
Variance129.8375721
MonotocityNot monotonic
2021-04-09T11:17:05.480219image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1212459
 
4.9%
1282178
 
4.4%
1241859
 
3.7%
1331835
 
3.7%
1231810
 
3.6%
1321778
 
3.6%
1361725
 
3.5%
1251691
 
3.4%
1291670
 
3.3%
1341664
 
3.3%
Other values (55)31331
62.7%
ValueCountFrequency (%)
9238
0.1%
9547
0.1%
9744
0.1%
9852
0.1%
9994
0.2%
ValueCountFrequency (%)
16490
0.2%
16094
0.2%
15983
0.2%
158143
0.3%
15784
0.2%

win_no
Real number (ℝ≥0)

HIGH CORRELATION

Distinct131
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean64.09316
Minimum0
Maximum152
Zeros72
Zeros (%)0.1%
Memory size390.8 KiB
2021-04-09T11:17:05.618280image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile14
Q136
median62
Q391
95-th percentile118
Maximum152
Range152
Interquartile range (IQR)55

Descriptive statistics

Standard deviation33.21303514
Coefficient of variation (CV)0.5181993701
Kurtosis-1.008169704
Mean64.09316
Median Absolute Deviation (MAD)27
Skewness0.1655162421
Sum3204658
Variance1103.105703
MonotocityNot monotonic
2021-04-09T11:17:05.742235image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
481055
 
2.1%
371048
 
2.1%
36891
 
1.8%
26852
 
1.7%
79804
 
1.6%
34804
 
1.6%
55729
 
1.5%
68691
 
1.4%
25664
 
1.3%
91652
 
1.3%
Other values (121)41810
83.6%
ValueCountFrequency (%)
072
0.1%
3125
0.2%
4132
0.3%
5121
0.2%
6118
0.2%
ValueCountFrequency (%)
15290
0.2%
136140
0.3%
13476
0.2%
133157
0.3%
130132
0.3%

win_percentage
Real number (ℝ≥0)

HIGH CORRELATION

Distinct691
Distinct (%)1.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean49.946978
Minimum0
Maximum98.45
Zeros72
Zeros (%)0.1%
Memory size390.8 KiB
2021-04-09T11:17:05.876507image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile11.54
Q128.24
median48.39
Q371.65
95-th percentile91.28
Maximum98.45
Range98.45
Interquartile range (IQR)43.41

Descriptive statistics

Standard deviation25.53841055
Coefficient of variation (CV)0.511310425
Kurtosis-1.122989094
Mean49.946978
Median Absolute Deviation (MAD)20.97
Skewness0.09580555664
Sum2497348.9
Variance652.2104134
MonotocityNot monotonic
2021-04-09T11:17:06.008699image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
50298
 
0.6%
62.5283
 
0.6%
48.15204
 
0.4%
31.25190
 
0.4%
64.23184
 
0.4%
40.34180
 
0.4%
36.22179
 
0.4%
79.82175
 
0.4%
16.78168
 
0.3%
66.67168
 
0.3%
Other values (681)47971
95.9%
ValueCountFrequency (%)
072
0.1%
2.1767
0.1%
2.4658
0.1%
3.173
0.1%
3.2559
0.1%
ValueCountFrequency (%)
98.4566
0.1%
97.4872
0.1%
96.857
0.1%
96.6472
0.1%
96.4565
0.1%

Interactions

2021-04-09T11:15:30.927303image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:31.058729image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:31.190106image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:31.325044image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:31.453989image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:31.583993image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:31.711797image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:31.839369image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:31.962846image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:32.091949image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:32.209657image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:32.341974image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:32.464735image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:32.594421image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:32.727415image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:32.856660image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:32.978466image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:33.107202image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:33.229173image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:33.361678image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:33.482048image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:33.610292image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:33.738347image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:33.868082image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:33.997744image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:34.120140image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:34.252425image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:34.388366image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:34.519433image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:34.652498image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:34.789593image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:34.915334image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:35.047372image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:35.169552image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:35.302111image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:35.421477image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:35.550671image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:35.675142image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:35.809873image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:35.940725image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:36.070487image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:36.196361image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:36.329700image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:36.451646image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:36.580964image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:36.700760image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:36.832957image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:36.956456image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:37.086339image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:37.217242image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:37.344268image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:37.475653image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:37.607524image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:37.741100image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:37.874432image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:38.005500image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:38.128990image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:38.259008image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:38.384140image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:38.513609image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:38.633159image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:38.762953image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:38.892743image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:39.024369image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:39.157863image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:39.289201image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:39.414754image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:39.543927image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:39.665586image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:39.795907image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:39.919032image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:40.047970image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:40.172066image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:40.304984image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:40.435946image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:40.560436image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:40.694725image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:40.826452image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:40.961764image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:41.090855image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:41.219306image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:41.345045image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:41.473163image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:41.592544image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:41.722572image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:41.840925image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:41.973834image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:42.096779image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:42.228897image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:42.361840image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:42.492181image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:42.615646image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:42.747478image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:42.869025image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:43.000836image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:43.117790image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:43.247099image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:43.376378image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:43.507148image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:45.760105image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:45.885931image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:46.016379image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:46.153919image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:46.284916image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:46.419142image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:46.546579image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:46.671375image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:46.801254image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:46.922399image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:47.049987image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:47.170610image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:47.298972image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:47.423858image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:47.552532image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:47.680463image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:47.810199image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:47.933046image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:48.061473image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:48.186134image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:48.316691image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:48.436976image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:48.564037image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:48.685922image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:48.815465image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:48.941942image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:49.063506image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:49.195990image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:49.330440image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:49.462321image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:49.591893image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:49.720580image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:49.842506image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:49.969790image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
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2021-04-09T11:15:50.218962image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:50.337742image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
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2021-04-09T11:15:50.975996image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
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2021-04-09T11:15:52.203182image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
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2021-04-09T11:15:52.964519image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:53.084441image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:53.202511image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:53.326743image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:53.448271image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:53.557646image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:53.675902image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:53.783920image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:53.902181image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:15:54.015202image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
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2021-04-09T11:15:54.381817image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
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2021-04-09T11:15:54.844333image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
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2021-04-09T11:16:46.877413image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:16:47.011058image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:16:47.144157image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:16:47.275172image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:16:47.405903image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:16:47.533084image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:16:47.663141image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:16:47.783887image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:16:47.911749image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:16:48.033362image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:16:48.162815image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:16:48.279760image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:16:48.410223image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:16:48.530519image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:16:48.661306image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:16:48.788581image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:16:48.916914image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:16:49.040179image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:16:49.167860image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:16:49.286367image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:16:49.415367image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:16:49.530552image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:16:49.658126image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:16:49.781282image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:16:49.906415image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:16:50.028211image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:16:50.159243image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:16:50.288469image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:16:50.421655image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:16:50.548145image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:16:50.676085image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:16:50.802734image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:16:50.921882image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:16:51.046084image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:16:51.167537image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:16:51.294566image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:16:51.409683image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:16:51.533355image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:16:51.654136image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:16:51.781205image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:16:51.906253image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:16:52.962358image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:16:53.083767image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:16:53.215970image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:16:53.333246image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:16:53.463846image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:16:53.578314image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:16:53.706524image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:16:53.826077image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:16:53.952034image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:16:54.071162image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:16:54.193950image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:16:54.315341image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:16:54.437869image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:16:54.557230image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:16:54.676563image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:16:54.794842image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:16:54.906404image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:16:55.023204image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:16:55.131778image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:16:55.254212image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:16:55.361582image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:16:55.481667image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:16:55.596086image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:16:55.721587image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:16:55.842433image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:16:55.962254image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:16:56.073686image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:16:56.190789image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:16:56.306190image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:16:56.426912image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:16:56.533671image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:16:56.652559image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:16:56.764903image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-04-09T11:16:56.882152image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Correlations

2021-04-09T11:17:06.172977image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
2021-04-09T11:17:06.503783image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
2021-04-09T11:17:06.835591image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
2021-04-09T11:17:07.166073image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.
2021-04-09T11:17:07.436686image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

Missing values

2021-04-09T11:16:57.215432image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
A simple visualization of nullity by column.
2021-04-09T11:16:58.360307image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

First rows

#_xFirst_pokemonSecond_pokemonWinnerWinner_markType 1_firstType 2_firstHP_firstAttack_firstDefense_firstSp. Atk_firstSp. Def_firstSpeed_firstGeneration_firstLegendary_first#_yType 1_secondType 2_secondHP_secondAttack_secondDefense_secondSp. Atk_secondSp. Def_secondSpeed_secondGeneration_secondLegendary_secondbattle_nowin_nowin_percentage
0266266298298215105064504550412029891707040604060301102522.73
17027027017012959190729012910851701155911299072901085112511289.60
219119166866824755408580105402066814127575751259540501273023.62
323723768368326124040407040202068321277120906090485012343.25
41511512311511151870601251157055102310162010230102305201384935.51
56576577526571035047505750655075216860501505015060601386446.38
619219213413421474050457045702013411156550351159595101166455.17
773735455452512708050353535105458215010012010012090411502114.00
82202207637632012506590353515207631712505362586344601091614.68
9302302313121774030305530853031312355540505090101205646.67

Last rows

#_xFirst_pokemonSecond_pokemonWinnerWinner_markType 1_firstType 2_firstHP_firstAttack_firstDefense_firstSp. Atk_firstSp. Def_firstSpeed_firstGeneration_firstLegendary_first#_yType 1_secondType 2_secondHP_secondAttack_secondDefense_secondSp. Atk_secondSp. Def_secondSpeed_secondGeneration_secondLegendary_secondbattle_nowin_nowin_percentage
499902042043683682975545504565802036812127311560606090301196655.46
4999169569571771721252655045503850717125100128907777128501243427.42
49992592592703703212410360126801265050703712791157012580111511324836.36
4999372872876272811212383638323657607621326575909712344601134438.94
4999465765768168120350475057506550681512458550555065501386446.38
4999570770712670712610012010015012090511261712304070702560101259172.80
499965895896645891101260854030456850664312355540454060501097064.22
49997303303368368217760501008570653036812127311560606090301245947.58
4999810910989109131240305055551001089317253570955545101136658.41
4999999739167781047815911510010735127080503535351013511484.44

Duplicate rows

Most frequent

#_xFirst_pokemonSecond_pokemonWinnerWinner_markType 1_firstType 2_firstHP_firstAttack_firstDefense_firstSp. Atk_firstSp. Def_firstSpeed_firstGeneration_firstLegendary_first#_yType 1_secondType 2_secondHP_secondAttack_secondDefense_secondSp. Atk_secondSp. Def_secondSpeed_secondGeneration_secondLegendary_secondbattle_nowin_nowin_percentagecount
28141416916920124530352020451016991280821008310080201151714.783
1466464882612557045705060108627813011113085100101205445.003
15868684514512175909595709070104513128012079957970401306852.313
25211611616111615125010579351107610161212618465707070101408762.143
25511611665465425125010579351107610654178554050658540501408762.143
268123123631631291265551151004060106311312809582608275501294937.983
3901671675485482912454965496545205481712808080808080401203327.503
405173173676676217125065644448432067611129511080708050501322921.973
459193193530193114765757095709520530812451001356513545401218872.733
53622422420720721610758520055653020207912303030303030201492516.783